What is the input to the left most LSTM cell c(t-1) and h(t-1)?
Your question is related to the initial states of LSTM, where c(t-1) is the cell state (memory) and h(t-1) is the previous LSTM block output.
As pointed out here, it is reasonable to assume that those are random values.